diff --git a/website/docs/topics/swarm.ipynb b/website/docs/topics/swarm.ipynb
index c509d0de16..3d8a512f55 100644
--- a/website/docs/topics/swarm.ipynb
+++ b/website/docs/topics/swarm.ipynb
@@ -154,6 +154,7 @@
     "- `TERMINATE`: Terminate the chat    \n",
     "- `STAY`: Stay at the current agent    \n",
     "- `REVERT_TO_USER`: Revert to the user agent. Only if a user agent is passed in when initializing. (See below for more details)\n",
+    "- `SWARM_MANAGER`: Use the internal group chat's `auto` speaker selection method\n",
     "\n",
     "The callable function signature is:\n",
     "`def my_after_work_func(last_speaker: SwarmAgent, messages: List[Dict[str, Any]], groupchat: GroupChat) -> Union[AfterWorkOption, SwarmAgent, str]:`\n",
@@ -187,8 +188,6 @@
     "    ...\n",
     "    after_work=AfterWorkOption.TERMINATE # Or an agent or Callable\n",
     ")\n",
-    "\n",
-    "```\n",
     "```"
    ]
   },
@@ -198,7 +197,9 @@
    "source": [
     "### SwarmResult\n",
     "\n",
-    "The `agent` property of a SwarmResult can be an agent object, an agent's name (string), an `AfterWorkOption`, or `None`.\n",
+    "When tools are called, a `SwarmResult` can be returned and that can be used to specify the next agent to speak through the `SwarmResult`'s `agent` parameter.\n",
+    "\n",
+    "The `agent` property can be an agent object, an agent's name (string), an `AfterWorkOption`, or `None`.\n",
     "\n",
     "If it is an agent object or agent name, that agent will be the next speaker.\n",
     "\n",